Gloss-free Sign Language Translation

2 papers with code • 2 benchmarks • 2 datasets

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Gloss Attention for Gloss-free Sign Language Translation

yinaoxiong/gaslt • • CVPR 2023

We find that it can provide two aspects of information for the model, 1) it can help the model implicitly learn the location of semantic boundaries in continuous sign language videos, 2) it can help the model understand the sign language video globally.

Paper
Code

Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining

zhoubenjia/gfslt-vlp • • ICCV 2023

Many previous methods employ an intermediate representation, i. e., gloss sequences, to facilitate SLT, thus transforming it into a two-stage task of sign language recognition (SLR) followed by sign language translation (SLT).